{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:D3K2TZWVSYHCQVXUFQYGNOFVOU","short_pith_number":"pith:D3K2TZWV","canonical_record":{"source":{"id":"2507.09462","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2025-07-13T02:59:13Z","cross_cats_sorted":[],"title_canon_sha256":"ca01bdbe94d862eef8de5ed003f6871511efa4036963e349ebb2b74fee8f3e8f","abstract_canon_sha256":"5b24156ce6b3338e7368349221d2e3bcf97beeecf30bbbf3380f25c22c31ee91"},"schema_version":"1.0"},"canonical_sha256":"1ed5a9e6d5960e2856f42c3066b8b57519d6bd6df944de4e927b5f42e4bb7d0b","source":{"kind":"arxiv","id":"2507.09462","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.09462","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"arxiv_version","alias_value":"2507.09462v1","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.09462","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_12","alias_value":"D3K2TZWVSYHC","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_16","alias_value":"D3K2TZWVSYHCQVXU","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_8","alias_value":"D3K2TZWV","created_at":"2026-07-05T11:36:09Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:D3K2TZWVSYHCQVXUFQYGNOFVOU","target":"record","payload":{"canonical_record":{"source":{"id":"2507.09462","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2025-07-13T02:59:13Z","cross_cats_sorted":[],"title_canon_sha256":"ca01bdbe94d862eef8de5ed003f6871511efa4036963e349ebb2b74fee8f3e8f","abstract_canon_sha256":"5b24156ce6b3338e7368349221d2e3bcf97beeecf30bbbf3380f25c22c31ee91"},"schema_version":"1.0"},"canonical_sha256":"1ed5a9e6d5960e2856f42c3066b8b57519d6bd6df944de4e927b5f42e4bb7d0b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:36:09.451994Z","signature_b64":"TPQuQfs4aXxKIpujO3PXaUvTtZapO+t82HqQCL/B79/g9eGf3IE/SIBsKW4PdP+Ds4eduuq2cxSAXyvwKo69BQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1ed5a9e6d5960e2856f42c3066b8b57519d6bd6df944de4e927b5f42e4bb7d0b","last_reissued_at":"2026-07-05T11:36:09.451535Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:36:09.451535Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.09462","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:36:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"H3nFbluFqRl8TRa/4Zmqq6jFJgyNTahsbbZawTGQNnAI+AETZad23/l2WgBkZf5sVp3b2zezpGMt4yFPHNLzBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T02:20:14.595824Z"},"content_sha256":"7f3c0180e8896542b1283f1d7f4e82649d99c2d6dda933b24d8aee0ef1a85708","schema_version":"1.0","event_id":"sha256:7f3c0180e8896542b1283f1d7f4e82649d99c2d6dda933b24d8aee0ef1a85708"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:D3K2TZWVSYHCQVXUFQYGNOFVOU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MobiWorld: World Models for Mobile Wireless Network","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Haoye Chai, Yong Li, Yuan Yuan","submitted_at":"2025-07-13T02:59:13Z","abstract_excerpt":"Accurate modeling and simulation of mobile networks are essential for enabling intelligent and cost-effective network optimization. In this paper, we propose MobiWorld, a generative world model designed to support high-fidelity and flexible environment simulation for mobile network planning and optimization. Unlike traditional predictive models constrained by limited generalization capabilities, MobiWorld exhibits strong universality by integrating heterogeneous data sources, including sensors, mobile devices, and base stations, as well as multimodal data types such as sequences and images. It"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.09462","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2507.09462/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:36:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9Ta9htTIOcmt2f1hCl8GyEPHqqsphcV4exmxg5qKHQQ83EIWILCcJtLT5+ivYbqTonAozI71WXtqTZ7L8/BSAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T02:20:14.596504Z"},"content_sha256":"85a0e15084e5f40a7b151dff80c8179c5d302aa8c67fdbe7eda7073bbde00c28","schema_version":"1.0","event_id":"sha256:85a0e15084e5f40a7b151dff80c8179c5d302aa8c67fdbe7eda7073bbde00c28"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/bundle.json","state_url":"https://pith.science/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-10T02:20:14Z","links":{"resolver":"https://pith.science/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU","bundle":"https://pith.science/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/bundle.json","state":"https://pith.science/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/D3K2TZWVSYHCQVXUFQYGNOFVOU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:D3K2TZWVSYHCQVXUFQYGNOFVOU","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"5b24156ce6b3338e7368349221d2e3bcf97beeecf30bbbf3380f25c22c31ee91","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2025-07-13T02:59:13Z","title_canon_sha256":"ca01bdbe94d862eef8de5ed003f6871511efa4036963e349ebb2b74fee8f3e8f"},"schema_version":"1.0","source":{"id":"2507.09462","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.09462","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"arxiv_version","alias_value":"2507.09462v1","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.09462","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_12","alias_value":"D3K2TZWVSYHC","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_16","alias_value":"D3K2TZWVSYHCQVXU","created_at":"2026-07-05T11:36:09Z"},{"alias_kind":"pith_short_8","alias_value":"D3K2TZWV","created_at":"2026-07-05T11:36:09Z"}],"graph_snapshots":[{"event_id":"sha256:85a0e15084e5f40a7b151dff80c8179c5d302aa8c67fdbe7eda7073bbde00c28","target":"graph","created_at":"2026-07-05T11:36:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2507.09462/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Accurate modeling and simulation of mobile networks are essential for enabling intelligent and cost-effective network optimization. In this paper, we propose MobiWorld, a generative world model designed to support high-fidelity and flexible environment simulation for mobile network planning and optimization. Unlike traditional predictive models constrained by limited generalization capabilities, MobiWorld exhibits strong universality by integrating heterogeneous data sources, including sensors, mobile devices, and base stations, as well as multimodal data types such as sequences and images. It","authors_text":"Haoye Chai, Yong Li, Yuan Yuan","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2025-07-13T02:59:13Z","title":"MobiWorld: World Models for Mobile Wireless Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.09462","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:7f3c0180e8896542b1283f1d7f4e82649d99c2d6dda933b24d8aee0ef1a85708","target":"record","created_at":"2026-07-05T11:36:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"5b24156ce6b3338e7368349221d2e3bcf97beeecf30bbbf3380f25c22c31ee91","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.NI","submitted_at":"2025-07-13T02:59:13Z","title_canon_sha256":"ca01bdbe94d862eef8de5ed003f6871511efa4036963e349ebb2b74fee8f3e8f"},"schema_version":"1.0","source":{"id":"2507.09462","kind":"arxiv","version":1}},"canonical_sha256":"1ed5a9e6d5960e2856f42c3066b8b57519d6bd6df944de4e927b5f42e4bb7d0b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1ed5a9e6d5960e2856f42c3066b8b57519d6bd6df944de4e927b5f42e4bb7d0b","first_computed_at":"2026-07-05T11:36:09.451535Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:36:09.451535Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TPQuQfs4aXxKIpujO3PXaUvTtZapO+t82HqQCL/B79/g9eGf3IE/SIBsKW4PdP+Ds4eduuq2cxSAXyvwKo69BQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:36:09.451994Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.09462","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7f3c0180e8896542b1283f1d7f4e82649d99c2d6dda933b24d8aee0ef1a85708","sha256:85a0e15084e5f40a7b151dff80c8179c5d302aa8c67fdbe7eda7073bbde00c28"],"state_sha256":"223f05af43fd73dc9597100d6d094128bc67bc228015b8a03aff6c8078c9033f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yz9N1U/cv2rMh9XQpcJ6XVlf+eQh+vVDFqeNqML97sjte9K4Ova54/gZ4Xuq4+p2FmXteuva9wltTTxSwe2WCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-10T02:20:14.601972Z","bundle_sha256":"7814c1b438598e59d901f6a0649a750e604dbdffa718d25cf3faad886e6234ee"}}